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News

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snowflake.com > en > blog > autonomous-data-engineering

Autonomous Data Engineering: A 5-Stage Maturity Model

2+ day, 20+ hour ago   (552+ words) An MIT Technology Review report on "Redefining Data Engineering in the Age of AI" found that while 8 in 10 organizations have deployed AI-based data engineering tools, data engineers are also managing more complexity with the biggest challenges reported as ensuring data…...

Snowflake
snowflake.com > en > blog > engineering > 30-years-of-postgres-architecture-tom-lane

30 Years of Postgres Architecture: Tom Lane Interview

3+ day, 7+ hour ago   (1871+ words) We’re celebrating 30 years of Postgres. We took a moment to sit down with Tom Lane, one of the project’s main developers, to talk about the architectural bets that paid off, the chaos of the early days and what’s next for…...

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snowflake.com > en > blog > engineering > the-opentelemetry-collector-is-your-open-source-data-pipeline

OpenTelemetry Collector: Open Source Telemetry Pipelines

4+ day, 12+ hour ago   (1115+ words) Telemetry pipelines are now a standard line item in the observability budget. The pitch is familiar to every engineering team. Agents ship everything to a centralized node, which then routes, filters, transforms and forwards your telemetry. You decide what data…...

Snowflake
snowflake.com > en > webinars > thought-leadership > aiready-architecture-moving-from-blueprint-to-realworld-impact-2026-10-28

AI-Ready Architecture: Moving from Blueprint to Real-World Impact

1+ week, 1+ day ago   (161+ words) Every enterprise is drawing up its Data and AI target architecture right now. Most are navigating the same hard questions: how to govern across clouds without friction, how to unify data and AI without duplicating infrastructure, and how to build…...

Snowflake
snowflake.com > en > blog > engineering > enterprise-mcp-gateway-ai-agent-governance

Enterprise MCP Gateway Guide: Governing AI Agents

1+ week, 3+ day ago   (1301+ words) AI agents are no longer just answering questions — they are taking actions. Across engineering, sales and operations teams, agents are reading databases, triggering cloud workflows, modifying CRM records, and executing multistep tasks and self-improving loops. One of the underlying drivers…...

Snowflake
snowflake.com > en > blog > snowpipe-streaming-iceberg-tables

Streaming Data into Apache Iceberg with Snowflake

2+ week, 5+ day ago   (708+ words) This post will walk you through how to actually build an end to end streaming to Iceberg demo, using this GitHub Repo. This example is in python but you can test the SDK options (Java, Python, Node, REST), so that…...

Snowflake
snowflake.com > en > webinars > demo > unlocking-rag-on-complex-documents-2026-09-17

Unlocking RAG on Complex Documents

3+ week, 2+ day ago   (247+ words) Snowflake Unlocking RAG on Complex Documents Seamlessly ingest, structure, and activate your unstructured documents for enterprise-wide analytics on Snowflake. Complex documents like dense PDFs, contracts, forms, and scanned reports hold some of the most valuable information in the business, yet…...

Snowflake
snowflake.com > en > blog > ai-intelligence-efficiency-dynamic-model-routing

Maximize AI Impact: More Model Choice, Smarter Routing

3+ week, 4+ day ago   (547+ words) Across my conversations with customers, a clear tension is emerging. Companies are investing aggressively in AI, but they are also becoming more rigorous about the economics. It is no longer enough to show that employees are using AI or that…...

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snowflake.com > en > blog > snowflake-internal-context-layer-for-ai-agents

Building a Context Layer for AI Agents

3+ week, 5+ day ago   (1057+ words) Modern enterprises collect and manage millions of data sources and signals across their business. At Snowflake, we use Snowflake internally to monitor our business systems and product telemetry at scale — across every query, warehouse and click. But without a shared…...

Snowflake
snowflake.com > en > webinars > virtual-hands-on-lab > coding-agents-model-harnesses-and-cortex-code-2026-09-29

Coding Agents: Model Harnesses and Cortex Code

3+ week, 6+ day ago   (243+ words) Snowflake Coding Agents: Model Harnesses and Cortex Code Two coding agents can use the same model and still produce very different results. The difference is often the harness around the model: the context it receives, the tools it can call,…...